Stefan Sommer

CoRR, 2023

A Function Space Perspective on Stochastic Shape Evolution.

[BibT_eX]

[DOI]

Elizabeth Louise Baker

Thomas Besnier

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

Tangent Phylogenetic PCA.

[BibT_eX]

[DOI]

Morten Akhøj

Xavier Pennec

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

2022

Diffusion Bridges for Stochastic Hamiltonian Systems and Shape Evolutions.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2022

Horizontal Flows and Manifold Stochastics in Geometric Deep Learning.

[BibT_eX]

[DOI]

Alex M. Bronstein

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Atlas generative models and geodesic interpolation.

[BibT_eX]

[DOI]

Jakob Stolberg-Larsen

Image Vis. Comput., 2022

Developing an Underwater Network of Ocean Observation Systems With Digital Twin Prototypes - A Field Report From the Baltic Sea.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2022

ICLR 2022 Challenge for Computational Geometry and Topology: Design and Results.

[BibT_eX]

[DOI]

CoRR, 2022

Mean Estimation on the Diagonal of Product Manifolds.

[BibT_eX]

[DOI]

Algorithms, 2022

Discrete-Time Observations of Brownian Motion on Lie Groups and Homogeneous Spaces: Sampling and Metric Estimation.

[BibT_eX]

[DOI]

Sarang C. Joshi

Algorithms, 2022

ICLR 2022 Challenge for Computational Geometry & Topology: Design and Results.

[BibT_eX]

[DOI]

Proceedings of the Topological, 2022

Instance-Specific Augmentation of Brain MRIs with Variational Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the Medical Applications with Disentanglements - First MICCAI Workshop, 2022

2021

Simulation of Conditioned Semimartingales on Riemannian Manifolds.

[BibT_eX]

[DOI]

CoRR, 2021

Bridge Simulation and Metric Estimation on Lie Groups.

[BibT_eX]

[DOI]

Sarang C. Joshi

Proceedings of the Geometric Science of Information - 5th International Conference, 2021

Currents and K-functions for Fiber Point Processes.

[BibT_eX]

[DOI]

Pernille E. H. Hansen

Rasmus Waagepetersen

Anne Marie Svane

Jon Sporring

Hans J. T. Stephensen

Stine Hasselholt

Proceedings of the Geometric Science of Information - 5th International Conference, 2021

Diffusion Means and Heat Kernel on Manifolds.

[BibT_eX]

[DOI]

Pernille E. H. Hansen

Benjamin Eltzner

Proceedings of the Geometric Science of Information - 5th International Conference, 2021

2020

Diffusion bridges for stochastic Hamiltonian systems with applications to shape analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Receiving Robot's Advice: Does It Matter When and for What?

[BibT_eX]

[DOI]

Christopher Kowalczyk

Proceedings of the Social Robotics - 12th International Conference, 2020

Prototyping Autonomous Robotic Networks on Different Layers of RAMI 4.0 with Digital Twins.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2020

Latent Space Geometric Statistics.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

A Geometric Framework for Stochastic Shape Analysis.

[BibT_eX]

[DOI]

Darryl D. Holm

Found. Comput. Math., 2019

Differential geometry and stochastic dynamics with deep learning numerics.

[BibT_eX]

[DOI]

Christina Hildebrandt Lüthje Jørgensen

Appl. Math. Comput., 2019

PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation.

[BibT_eX]

[DOI]

Mauricio Orbes-Arteaga

Proceedings of the Medical Imaging 2019: Image Processing, 2019

Binary Search and Fit Algorithm for Improved Voltage Stability Boundary Monitoring.

[BibT_eX]

[DOI]

Bahtiyar Can Karatas

Hjörtur Jóhannsson

Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019

Generalizations of Ripley's K-function with Application to Space Curves.

[BibT_eX]

[DOI]

Jon Sporring

Rasmus Waagepetersen

Proceedings of the Information Processing in Medical Imaging, 2019

Simulation of Conditioned Diffusions on the Flat Torus.

[BibT_eX]

[DOI]

Anton Mallasto

Proceedings of the Geometric Science of Information - 4th International Conference, 2019

2018

String Methods for Stochastic Image and Shape Matching.

[BibT_eX]

[DOI]

Darryl D. Holm

J. Math. Imaging Vis., 2018

Stochastic Image Deformation in Frequency Domain and Parameter Estimation using Moment Evolutions.

[BibT_eX]

[DOI]

CoRR, 2018

An Average of the Human Ear Canal: Recovering Acoustical Properties via Shape Analysis.

[BibT_eX]

[DOI]

Sune Darkner

Henrik Ingerslev Anders O. Baandrup

Andreas Schuhmacher

Carsten Thomsen

Søren Jønsson

CoRR, 2018

Latent Space Non-Linear Statistics.

[BibT_eX]

[DOI]

CoRR, 2018

An Infinitesimal Probabilistic Model for Principal Component Analysis of Manifold Valued Data.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Most Likely Separation of Intensity and Warping Effects in Image Registration.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2017

Stochastic metamorphosis with template uncertainties.

[BibT_eX]

[DOI]

Darryl D. Holm

CoRR, 2017

Bridge Simulation and Metric Estimation on Landmark Manifolds.

[BibT_eX]

[DOI]

Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

Computational Anatomy in Theano.

[BibT_eX]

[DOI]

Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

Stochastic Development Regression on Non-linear Manifolds.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2017

A Stochastic Large Deformation Model for Computational Anatomy.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2017

Stochastic Development Regression Using Method of Moments.

[BibT_eX]

[DOI]

Proceedings of the Geometric Science of Information - Third International Conference, 2017

Characterization of Errors in Deep Learning-Based Brain MRI Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017

2016

Kernel Bundle Diffeomorphic Image Registration Using Stationary Velocity Fields and Wendland Basis Functions.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2016

Anisotropically Weighted and Nonholonomically Constrained Evolutions on Manifolds.

[BibT_eX]

[DOI]

Entropy, 2016

Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation.

[BibT_eX]

[DOI]

Mateusz Michalkiewicz

Proceedings of the Medical Imaging 2016: Image Processing, 2016

A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016

2015

Reduction by Lie Group Symmetries in Diffeomorphic Image Registration and Deformation Modelling.

[BibT_eX]

[DOI]

Henry O. Jacobs

Symmetry, 2015

Image registration using stationary velocity fields parameterized by norm-minimizing Wendland kernel.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Diffeomorphic image registration with automatic time-step adjustment.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Anisotropic Distributions on Manifolds: Template Estimation and Most Probable Paths.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2015

Evolution Equations with Anisotropic Distributions and Diffusion PCA.

[BibT_eX]

[DOI]

Proceedings of the Geometric Science of Information - Second International Conference, 2015

2014

A nonlinear mixed-effects model for simultaneous smoothing and registration of functional data.

[BibT_eX]

[DOI]

Lars Lau Rakêt

Bo Markussen

Pattern Recognit. Lett., 2014

Symmetry in Image Registration and Deformation Modeling.

[BibT_eX]

[DOI]

Henry O. Jacobs

CoRR, 2014

Higher-order Spatial Accuracy in Diffeomorphic Image Registration.

[BibT_eX]

[DOI]

Henry O. Jacobs

CoRR, 2014

Optimization over geodesics for exact principal geodesic analysis.

[BibT_eX]

[DOI]

François Lauze

Mads Nielsen

Adv. Comput. Math., 2014

Stepwise Inverse Consistent Euler's Scheme for Diffeomorphic Image Registration.

[BibT_eX]

[DOI]

Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014

2013

Higher-Order Momentum Distributions and Locally Affine LDDMM Registration.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2013

Sparse Multi-Scale Diffeomorphic Registration: The Kernel Bundle Framework.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2013

Real-time thevenin impedance computation.

[BibT_eX]

[DOI]

Hjörtur Johannsson

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

Horizontal Dimensionality Reduction and Iterated Frame Bundle Development.

[BibT_eX]

[DOI]

Proceedings of the Geometric Science of Information - First International Conference, 2013

2012

Natural metrics and least-committed priors for articulated tracking.

[BibT_eX]

[DOI]

Søren Hauberg

Kim Steenstrup Pedersen

Image Vis. Comput., 2012

What is the Conversation About?: A Topic-Model-Based Approach for Analyzing Customer Sentiments in Twitter.

[BibT_eX]

[DOI]

Int. J. Intell. Inf. Technol., 2012

Sparsity and scale: Compact representations of deformation for diffeomorphic registration.

[BibT_eX]

[DOI]

Mads Nielsen

Xavier Pennec

Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

Investigation of the adaptability of transient stability assessment methods to real-time operation.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012

2011

Higher Order Kernels and Locally Affine LDDMM Registration

[BibT_eX]

[DOI]

CoRR, 2011

Kernel Bundle EPDiff: Evolution Equations for Multi-scale Diffeomorphic Image Registration.

[BibT_eX]

[DOI]

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2011

Accelerating multi-scale flows for LDDKBM diffeomorphic registration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Worüber reden die Kunden? - Ein modelbasierter Ansatz für die Analyse von Kundenmeinungen in Microblogs.

[BibT_eX]

[DOI]

Proceedings of the Gemeinschaften in Neuen Medien (GeNeMe) 2011, Dresden, 2011

Analyzing customer sentiments in microblogs - A topic-model-based approach for Twitter datasets.

[BibT_eX]

[DOI]

Proceedings of the A Renaissance of Information Technology for Sustainability and Global Competitiveness. 17th Americas Conference on Information Systems, 2011

2010

On Restricting Planar Curve Evolution to Finite Dimensional Implicit Subspaces with Non-Euclidean Metric.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2010

The Differential of the Exponential Map, Jacobi Fields and Exact Principal Geodesic Analysis

[BibT_eX]

[DOI]

François Lauze

Mads Nielsen

CoRR, 2010

Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2010, 2010

Gaussian-Like Spatial Priors for Articulated Tracking.

[BibT_eX]

[DOI]

Søren Hauberg

Kim Steenstrup Pedersen

Proceedings of the Computer Vision, 2010

2009

Multi-Channel-Beziehungsmanagement für den elektronischen Kaufprozess.

[BibT_eX]

[DOI]

Andreas Hilbert